Data Science Machine Learning Course
What will I learn?
Unleash the potential of data with our Data Science Machine Learning Course, designed for Business Intelligence professionals in India. Delve into feature engineering, focusing on time-based and domain-specific techniques. Strengthen your abilities in data preprocessing, addressing missing values, and encoding categorical variables. Explore machine learning algorithms such as Decision Trees and Gradient Boosting. Learn model training, assessment, and deployment, smoothly incorporating them into business workflows. Enhance your BI expertise with practical, top-notch insights.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Become proficient in feature engineering: Develop impactful, domain-specific features.
Deploy models seamlessly: Integrate efficiently into business processes.
Evaluate models accurately: Utilize RMSE, MAE, and cross-validation methods.
Preprocess data effectively: Clean, encode, and manage missing values.
Optimise algorithms: Fine-tune hyperparameters and compare model performance.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your professional journey.